{"id":"W7114777619","doi":"10.1016/j.waojou.2025.101155","title":"Global prevalence of eligibility for biologic therapy in ATS/ERS-defined severe asthma: A systematic review","year":2025,"lang":"en","type":"article","venue":"World Allergy Organization Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Imperial College London; National Institute for Health and Care Research; NIHR Imperial Biomedical Research Centre; National Institute on Handicapped Research","keywords":"Asthma; MEDLINE; Biologic Agents; Inhaled corticosteroids; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02730509,0.001522142,0.0122662,0.01142944,0.000737767,0.003281953,0.002325248,0.002215563,0.002998473],"category_scores_gemma":[0.08200922,0.001674824,0.01186748,0.01193549,0.001682685,0.003179077,0.002234151,0.00123512,0.0002517978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003787213,"about_ca_system_score_gemma":0.01014464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007217335,"about_ca_topic_score_gemma":0.02034779,"domain_scores_codex":[0.9684253,0.0102485,0.01521147,0.002343768,0.003200691,0.0005703737],"domain_scores_gemma":[0.8987963,0.06734154,0.02567934,0.001788258,0.005713175,0.000681381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003246172,0.00001107191,0.003587038,0.9568172,0.02761454,0.00006556256,0.0002063282,0.00006813742,0.00009905866,0.0001218263,0.0007308671,0.0103537],"study_design_scores_gemma":[0.0006221958,0.000242419,0.01531028,0.779403,0.1953162,0.0003806241,0.0003903391,0.0001279593,0.0001913001,0.0003471952,0.00760964,0.00005894731],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005001324,0.9916842,0.0002904704,0.0004239398,0.00009709111,0.0007823394,0.001412494,0.00001526848,0.0002928837],"genre_scores_gemma":[0.1063867,0.8838915,0.002575879,0.001496059,0.0001808832,0.003781519,0.00145849,0.00002466073,0.0002043496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877338,"threshold_uncertainty_score":0.1444049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212591713953508,"score_gpt":0.3010863931172377,"score_spread":0.2889604759777026,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}